MAINT: optimize.root_scalar: ensure that root is a scalar #18543
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Reference issue
gh-17691
What does this implement/fix?
gh-17691 removed the restriction to use
scipy.optimize.root_scalar
withmethod='newton'
withoutfprime
; the derivative is calculated numerically byapprox_fprime
. However,approx_fprime
returns an array even with scalar input, soroot_scalar
would end up returning an array with a single element rather than a scalar. This fixes the inconsistency by ensuring that the scalar derivative is extracted from the output ofapprox_fprime
.Additional information